Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-02 0.165237 0.181903 0.200114 0.221592 0.246366 0.274206 0.308087
2025-03-09 0.135298 0.157526 0.183806 0.217599 0.260542 0.314196 0.387801
2025-03-16 0.117790 0.142680 0.173831 0.216570 0.275168 0.355067 0.476779
2025-03-23 0.106366 0.132860 0.167537 0.217689 0.290987 0.398887 0.579953
2025-03-30 0.094239 0.120271 0.155441 0.208286 0.289290 0.415792 0.645309
2025-04-06 0.085094 0.110556 0.145881 0.200717 0.288343 0.432634 0.714179
2025-04-13 0.077950 0.102846 0.138194 0.194668 0.288354 0.450369 0.789308
2025-04-20 0.074590 0.100139 0.137381 0.198897 0.305559 0.501294 0.948370
2025-04-27 0.072399 0.098879 0.138498 0.206182 0.329023 0.569152 1.174094
2025-05-04 0.070247 0.097445 0.139124 0.212595 0.351860 0.641513 1.448784
2025-05-11 0.068008 0.095665 0.138974 0.217542 0.372651 0.715133 1.772602
2025-05-18 0.064763 0.092058 0.135503 0.216065 0.380224 0.760399 2.039234
2025-05-25 0.060218 0.086190 0.127977 0.206614 0.370316 0.762142 2.163590
2025-06-01 0.057313 0.082802 0.124419 0.204327 0.375702 0.805493 2.487862
2025-06-08 0.054948 0.080138 0.121883 0.203711 0.384724 0.861830 2.927335
2025-06-15 0.053065 0.078139 0.120331 0.204821 0.397905 0.934838 3.541162
2025-06-22 0.049867 0.073762 0.114260 0.196185 0.386359 0.929268 3.723384
2025-06-29 0.047155 0.070075 0.109209 0.189214 0.377989 0.932088 3.971685
2025-07-06 0.044839 0.066952 0.104999 0.183634 0.372373 0.942924 4.299342
2025-07-13 0.043999 0.066309 0.105270 0.187537 0.391808 1.047353 5.526295
2025-07-20 0.043565 0.066336 0.106773 0.194253 0.420153 1.198644 7.655805
2025-07-27 0.043031 0.066153 0.107855 0.200159 0.447648 1.363060 10.752953
2025-08-03 0.042353 0.065671 0.108320 0.204712 0.472332 1.531737 15.161148